Advanced search
Publication Cover
Patient Preference and Adherence Volume 14, 2020 - Issue
Submit an article Journal homepage
125
Views
1
CrossRef citations to date
0
Altmetric
Original Research

Effects of Estimated Community-Level Health Literacy on Treatment Initiation and Preventive Care Among Older Adults with Newly Diagnosed Diabetes

Gang Fang1 Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USACorrespondence[email protected]
View further author information
,
Stacy Cooper Bailey2 Division of General Internal Medicine & Geriatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USAView further author information
,
Izabela E Annis1 Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USAView further author information
,
Michael K Paasche-Orlow3 Section of General Internal Medicine, Boston University School of Medicine, Boston, MA, USAView further author information
,
Michael S Wolf2 Division of General Internal Medicine & Geriatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USAView further author information
,
Laurie T Martin4 RAND Corporation, Arlington, VA, USAView further author information
,
Michael Emch5 Department of Geography and Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USAView further author information
,
M Alan Brookhart6 Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USAView further author information
&
Karen B Farris7 College of Pharmacy, The University of Michigan, Ann Arbor, MI, USAORCID Iconhttps://orcid.org/0000-0002-5636-3009View further author information
ORCID Icon show all
Pages 1-11 | Published online: 07 Jan 2020

References

  • International Diabetes Federation. Diabetes Atlas: The Global Burden. Brussels, Belgium: International Diabetes Federation; 2011.
  • Centers for Disease Control and Prevention. 2014. National Diabetes Statistics Report: Estimates of Diabetes and Its Burden in the United States, 2014. Atlanta, GA: US Department of Health and Human Services.
  • American Diabetes Association. Standards of Medical Care in Diabetes-2016: summary of Revisions. Diabetes Care. 2016;39(S1):S4–S5. doi:10.2337/dc16-S003
  • American Diabetes Association. 10. Older adults. Diabetes Care. 2016;39(S1):S81–S85. doi:10.2337/dc16-S013
  • Institute of Medicine. Health Literacy: A Prescription to End Confusion. Washington, DC: National Academies Press; 2014.
  • Berkman ND, Sheridan SL, Donahue KE, Halpern DJ, Crotty K. Low health literacy and health outcomes: an updated systematic review. Ann Intern Med. 2011;155(2):97–107. doi:10.7326/0003-4819-155-2-201107190-00005
  • Bailey SC, Brega AG, Crutchfield TM, et al. Update on health literacy and diabetes. Diabetes Educ. 2014;40(5):581–604. doi:10.1177/0145721714540220
  • Kutner MA. United States. Department of Education., National Center for Education Statistics. The Health Literacy of America’s Adults: Results from the 2003 National Assessment of Adult Literacy. Washington, DC: United States Department of Education; National Center for Education Statistics; 2006.
  • Bailey SC, Fang G, Annis IE, O’Conor R, Paasche-Orlow MK, Wolf MS. Health literacy and 30-day hospital readmission after acute myocardial infarction. Br Med Jl Open. 2015;5:e006975.
  • Health Literacy Data Map. US Health Literacy Data Map. Chapel Hill: University of North Carolina at Chapel Hill, 2019.
  • Martin LT, Ruder T, Escarce JJ, et al. Developing Predictive Models of Health Literacy. J Gen Intern Med. 2014;24(11):1211. doi:10.1007/s11606-009-1105-7
  • The U.S. Census Bureau. Geographic Terms and Concepts - Block Groups. Census Redistricting Data (Public Law 94–171) Summary File. The U.S. Census Bureau; 2010. Available from: https://www2.census.gov/geo/pdfs/reference/GTC_10.pdf. Accessed December 5, 2019. 
  • Deyo RA, Cherkin DC, Ciol MA. Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol. 1992;45(6):613–619. doi:10.1016/0895-4356(92)90133-8
  • Jensen PN, Johnson K, Floyd J, Heckbert SR, Carnahan R, Dublin S. A systematic review of validated methods for identifying atrial fibrillation using administrative data. Pharmacoepidemiol Drug Saf. 2012;21:141–147. doi:10.1002/pds.2317
  • Virnig BA, Shippee ND, O’Donnell B, Zeglin J, Parashuram S. Use of and access to health care by Medicare beneficiaries with diabetes: impact of diabetes type and insulin use, 2007–2011; 2014.
  • Austin PC. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples. Stat Med. 2009;28(25):3083–3107. doi:10.1002/sim.3697
  • Fine JP, Gray RJ. A proportional hazards model for the subdistribution of a competing risk. J Am Stat Assoc. 1999;94(446):496–509. doi:10.1080/01621459.1999.10474144
  • Lin DY, Wei LJ. The robust inference for the cox proportional hazards model. J Am Stat Assoc. 1989;84(408):1074–1078. doi:10.1080/01621459.1989.10478874
  • Gray RJ. A class of K-sample tests for comparing the cumulative incidence of a competing risk. Ann Stat. 1988;16(3):1141–1154. doi:10.1214/aos/1176350951
  • Zou G. A modified poisson regression approach to prospective studies with binary data. Am J Epidemiol. 2004;159(7):702–706. doi:10.1093/aje/kwh090
  • Area Health Resources Files (AHRF). Health Resources and Services Administration, U.S. Department of Health and Human Services.
  • Martin LT, Parker RM. Insurance expansion and health literacy. J Am Med Assoc. 2011;306(8):874–875. doi:10.1001/jama.2011.1212
  • Lurie N, Martin LT, Ruder T, et al. Estimating and Mapping Health Literacy in the State of Missouri Rand Health. Santa Monica, CA: RAND Corporation; 2010. Available from: https://www.rand.org/pubs/working_papers/WR735.html.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.